datamllab/autovideo
AutoVideo: An Automated Video Action Recognition System
Provides modular pipeline primitives wrapping video processing, augmentation, and recognition algorithms (TSN, I3D, C3D, STGCN) as configurable Python dictionaries, enabling flexible composition and automated search. Built on the D3M infrastructure, it supports end-to-end workflows from raw video ingestion through action classification, with integrated hyperparameter tuning via Ray Tune and Hyperopt. Extensible architecture allows easy addition of new video processing modules while maintaining compatibility with both RGB and skeleton-based action recognition tasks.
340 stars and 62 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
340
Forks
37
Language
Python
License
MIT
Category
Last pushed
Jun 22, 2023
Monthly downloads
62
Commits (30d)
0
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